danielenricocahall / One-Class-NeuralNetworkLinks
Simplified implementation of one class neural network for nonlinear anomaly detection.
☆47Updated 2 months ago
Alternatives and similar repositories for One-Class-NeuralNetwork
Users that are interested in One-Class-NeuralNetwork are comparing it to the libraries listed below
Sorting:
- Tensorflow Implementation of Deep SVDD☆36Updated 5 years ago
- Repository for the One class neural networks paper☆167Updated 6 years ago
- Repository for the Deep One-Class Classification ICML 2018 paper☆257Updated 6 years ago
- A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.☆349Updated 2 years ago
- A combination of Autoencoder and Robust PCA☆187Updated last year
- DAGMM Tensorflow implementation☆180Updated 2 years ago
- Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot …☆152Updated 4 years ago
- Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)☆181Updated 3 years ago
- Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'☆40Updated 3 years ago
- Tensorflow2 implementation of the paper GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆21Updated 4 years ago
- Anomaly detection using Autoencoder implemented with Keras 2.☆69Updated 6 years ago
- ☆210Updated last year
- Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"☆88Updated 5 years ago
- TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detectio…☆25Updated 2 years ago
- Robust Subspace Recovery Layer for Unsupervised Anomaly Detection☆37Updated 4 years ago
- Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based…☆127Updated 2 years ago
- A PyTorch implementation of the Deep SVDD anomaly detection method☆761Updated 2 years ago
- ☆155Updated last year
- List of implementation of SOTA deep anomaly detection methods☆109Updated 3 years ago
- ☆25Updated 5 years ago
- ☆66Updated 4 years ago
- Anomaly detection for streaming data using autoencoders☆199Updated 3 years ago
- anomaly detection by one-class SVM☆89Updated 5 years ago
- Variational autoencoder for anomaly detection (in PyTorch).☆48Updated 5 years ago
- An attempt to implement 'DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series'☆49Updated 4 years ago
- A simple and effective method for single-class classification of images☆160Updated 3 years ago
- GAAL-based Outlier Detection☆132Updated 2 years ago
- AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow☆217Updated 5 years ago
- Spectral Residual☆79Updated 2 years ago
- Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few…☆48Updated 4 years ago